5 citations · 37 across the 22 of their papers we have counts for
27 papers
Frequency range non-Lipschitz parametric optimization of a noise absorption
Frederic Magoules, Mathieu Menoux, Anna Rozanova-Pierrat
In the framework of the optimal wave energy absorption, we solve theoretically and numerically a parametric shape optimization problem to find the optimal distribution of absorbing…
Point-Cloud-based Deep Learning Models for Finite Element Analysis
Meduri Venkata Shivaditya, Francesca Bugiotti, Frederic Magoules
In this paper, we explore point-cloud based deep learning models to analyze numerical simulations arising from finite element analysis. The objective is to classify automatically t…
Multilayer Perceptron-based Surrogate Models for Finite Element Analysis
Lawson Oliveira Lima, Julien Rosenberger, Esteban Antier +1
Many Partial Differential Equations (PDEs) do not have analytical solution, and can only be solved by numerical methods. In this context, Physics-Informed Neural Networks (PINN) ha…
Asynchronous parareal time discretization for partial differential equations
Frederic Magoules, Guillaume Gbikpi-Benissan
Asynchronous iterations are more and more investigated for both scaling and fault-resilience purpose on high performance computing platforms. While so far, they have been exclusive…
Interactive simulation for easy decision-making in fluid dynamics
Mengchen Wang, Nicolas Férey, Frédéric Magoulès +1
A conventional study of fluid simulation involves different stages including conception, simulation, visualization, and analysis tasks. It is, therefore, necessary to switch betwee…
Power Consumption Analysis of Parallel Algorithms on GPUs
Frédéric Magoulès, Abal-Kassim Cheik Ahamed, Alban Desmaison +4
Due to their highly parallel multi-cores architecture, GPUs are being increasingly used in a wide range of computationally intensive applications. Compared to CPUs, GPUs can achiev…